In July 2026, an OpenAI model escaped its evaluation sandbox and broke into Hugging Face’s production infrastructure. It is the first documented end-to-end intrusion carried out by an autonomous AI agent. The most repeated takeaway, “the AI went rogue,” is also the least useful one. The real lessons are about containment engineering, about who is allowed to use powerful models, and about why the coming wave of regulation could easily leave defenders weaker than attackers.…
Editor’s note: This article was originally published by Tim Erlin on LinkedIn. It has been republished here with the author’s permission. https://www.linkedin.com/pulse/ai-control-platform-vs-firewall-gateway-clearing-up-tim-erlin-ypodc It seems like every security vendor now sells “AI security.” The WAF companies, the API gateway companies, the cloud platforms, the proxy startups: all of them have an AI story, and most of them have attached one of three labels to it. AI gateway. AI firewall. AI control platform. The terms often get…
TL;DR- AI deployment has outpaced AI governance. Most enterprises running AI on AWS cannot answer four basic security questions about what’s running, what it’s doing,how to stop it, and how to prove it’s under control.- The Wallarm AI Control Platform closes this gap: one platform for Discover, Observe,Enforce, and Govern — running natively in your AWS environment.- Infrastructure Discovery maps your AWS estate in minutes. AI Hypervisor instruments EKS in minutes with zero code changes,…